What does the notation $\mathcal{N}(z; \mu, \sigma)$ stand for in statistics?
It means that $z$ has a (multivariate) normal distribution with 0 mean and identity covariance matrix. This essentially means each individual element of the vector $z$ has a standard normal distribution.